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In this project am trying to build out-of-core analytics application.

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mohandotyes/stunning-doodle

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stunning-doodle

In this project am trying to build out-of-core analytics command-line application and gradually improve it to build web-based application.

Goals

  1. Convert CSV file to Parquet file(https://findingcoefficients.blogspot.com/2021/03/convert-csv-file-parquet-file.html)
  2. Use Umap for memory mapping at userspace.
  3. Use thrust vector_host for in-memory data structue.
  4. Use thrust parallel algorithms to do analytics.

Development Stack

  1. Apache arrow c++(https://github.com/apache/arrow).
  2. Apache parquet-cpp(https://github.com/apache/parquet-cpp).
  3. LLNL/umap(https://github.com/LLNL/umap).
  4. NVIDIA/thrust(https://github.com/NVIDIA/thrust).

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In this project am trying to build out-of-core analytics application.

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